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Build Agents Where Data Lives

Build Agents Where Data Lives

AWS presents its portfolio of vector search capabilities embedded in existing databases and storage services, eliminating the need for a standalone vector database or data migration. The post compares six purpose-built services and provides a framework for selecting the right vector engine.

AWS Machine Learning BlogOfficial7h ago#vector-search#rag#databases
ByteDance Restructures Seed AI Team

ByteDance Restructures Seed AI Team

ByteDance’s Seed foundation-model division has reportedly completed another internal restructuring. Its foundation-model organization now includes four first-level departments focused on pretraining data, reinforcement learning, product post-training for work, and product post-training for chat.

How LLMs Are Transforming Mental Health Care

How LLMs Are Transforming Mental Health Care

This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.

Alipay Rewrites Commerce Around User Intent

Alipay Rewrites Commerce Around User Intent

Alipay is positioning its Abao agent as a new commerce gateway where services are selected and executed through natural-language intent rather than ads, search rankings, or app navigation. Abao has connected more than 10,000 AI-enabled services across eight scenarios, including transportation, dining, travel, logistics, and government services.

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